{"id":"W6968633176","doi":"10.5281/zenodo.4339790","title":"Anthomyza orthogibbus Roháćek & Barber 2016, sp. nov.","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carex; Typha; Cyperaceae; Bay; Type locality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002396023,0.001382558,0.0005912999,0.001932643,0.002767856,0.0008829689,0.0005914986,0.0008909654,0.01315542],"category_scores_gemma":[0.0008226353,0.0005832515,0.0002373837,0.001387291,0.0009579161,0.001733932,0.001054862,0.001292851,0.00567286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269903,"about_ca_system_score_gemma":0.001210611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278426,"about_ca_topic_score_gemma":0.05428029,"domain_scores_codex":[0.9997849,0.00002140386,0.00002437941,0.00007047632,0.00006615968,0.00003270653],"domain_scores_gemma":[0.9997417,0.00003599663,0.00009341661,0.00002789265,0.00005334198,0.00004758448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001367933,0.0002737999,0.05473094,0.003502693,0.0002897802,0.008627895,0.00481772,0.001927065,0.04232113,0.005939773,0.1023199,0.7738814],"study_design_scores_gemma":[0.0003660805,0.0003061977,0.3597072,0.001731789,0.0005981271,0.01476742,0.002776502,0.0007630904,0.002690134,0.001721928,0.6144747,0.00009687188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4902335,0.05497213,0.01211652,0.003163495,0.0030404,0.002885357,0.02794329,0.001549289,0.4040961],"genre_scores_gemma":[0.8646612,0.0281906,0.02331268,0.002045628,0.001222965,0.001537539,0.01097657,0.0002137067,0.06783918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278426,"threshold_uncertainty_score":0.04530329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926361296754392,"score_gpt":0.2539679053128482,"score_spread":0.2247042923453043,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}